我正在从 yelp 上抓取餐厅评论,特别是从这个 url
我正在尝试获取审阅容器的列表,并且在使用 chrome 控制台进行测试后,将由以下 xpath 表达式给出:
//li/div[@class='css-1qn0b6x']
但是,通过scrapy shell测试,以下命令返回一个空列表
response.xpath("//li/div[@class='css-1qn0b6x']").extract()
继续上面的评论,查看一个示例,了解如何通过首先从链接的原始页面的 HTML 中获取
yelp-biz-id
来收集评论:
import requests
from bs4 import BeautifulSoup
import pandas as pd
s = requests.Session()
url = 'https://www.yelp.it/biz/roscioli-roma-4'
headers = {"user-agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/109.0.0.0 Safari/537.36"}
resp = s.get(url,headers=headers)
soup = BeautifulSoup(resp.text,'html.parser')
biz_id = soup.find('meta',{'name':'yelp-biz-id'})['content']
reviews = []
for page in range(5):
api_url = f'https://www.yelp.it/biz/{biz_id}/review_feed?start={page*10}'
resp = s.get(api_url,headers=headers)
data = resp.json()
reviews = data['reviews']
if resp.status_code == 200 and len(reviews) > 0:
df = pd.json_normalize(reviews)
reviews.append(df)
final_df = pd.concat(reviews).reset_index()
final_df